OML feature highlight: New OML Notebook templates for ML Classification

On this weekly Office Hours for Oracle Machine Learning on Autonomous Database, we introduced the latest Notebook templates for Machine Learning Classification problems. This was a follow-along Session, since the OML Notebook templates are available to any Autonomous Database tenancy, and you were able to run it while we demonstrated it.

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Transcript

1. OML feature highlight: New OML Notebook
   templates for ML Classification
   OML Office Hours
   Marcos Arancibia
   Senior Principal Product Manager, Machine Learning
   Supported by Mark Hornick and Sherry LaMonica
   Product Management, Oracle Machine Learning
   Move the Algorithms; Not the Data!
   Copyright © 2021, Oracle and/or its affiliates.
   This Session will
   be Recorded
   

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2. • Upcoming Sessions
   • Follow-along OML Notebooks ML Classification demo
   • Q&A
   Topics for today
   Copyright © 2021, Oracle and/or its affiliates
   2
   

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3. We will begin a Series of Follow-along reviews of the Example Template notebooks every week, with
   one subject per week. These will be Hands-on if you have access to any Autonomous Database, even
   the Always-Free one.
   • Classification
   • Regression
   • Clustering
   • Feature Extraction I – Dimensionality Reduction
   • Feature Extraction II - Explicit Semantic Analysis
   • Time Series
   If you are in JAPAC, don't miss the opportunity to watch the videos and participate on the Hands-on
   Labs at the Oracle Database World on December 1 – 2, 2021:
   https://www.oracle.com/database/database-world/
   Upcoming Sessions
   Copyright © 2021, Oracle and/or its affiliates
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4. Upcoming Sessions
   Copyright © 2021, Oracle and/or its affiliates
   4
   

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5. OML feature highlight: New OML Notebook
   templates for ML Classification
   OML Office Hours
   Marcos Arancibia
   Senior Principal Product Manager, Machine Learning
   

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6. There are 12 Classification Demos that are specific to certain algorithms
   

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7. Two options to access the Template Examples
   Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
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8. Select one of the Examples to create your own notebook
   Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
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   1. Type "Classif" in
   the Search Filter
   2. Click on the "Lip"
   around the
   Template.
   Note: Do NOT click
   its name, since it
   opens it as read-
   only
   

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9. Two options to access the Template Examples
   Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
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   Click on "Create
   Notebook"
   Give it a name
   Click OK
   

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10. The new notebook will show up in the notebooks listing.
    Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted
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11. Q & A
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12. Copyright © 2021, Oracle and/or its affiliates.
    12
    Thank you
    jie.jl.liu@oracle.com
    

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